Cardiometabolic & kidney

Prospective Associations of Obesity and Obesity Severity With 9 Cardiovascular Outcomes: The Cross-Cohort Collaboration

CirculationPublished Pooled prospective cohort study

Authors' conclusion

Higher BMI was robustly associated with increased risk for most outcomes, particularly HF and AF, even after adjusting for traditional risk factors.

Study context

Population
Adults with body mass index (BMI) ≥18.5 kg/m² from 21 cohorts of the Cross-Cohort Collaboration enrolled 1948–2015 (mean age 60.3 years; 79.2% women)
Participants
289,875 adults21 cohorts
Exposure
BMI categories vs normal weight
Outcome
9 CV outcomes: Myocardial infarction (MI), stroke, heart failure (HF), atrial fibrillation (AF), total coronary heart disease (CHD), total CVD, CHD mortality, CVD mortality, all-cause mortality
Follow-up
Median 19.2 years
Methodological details21 cohorts, multivariable Cox models with restricted cubic splines
  • 21 cohorts
  • Multivariable Cox models with restricted cubic splines

Main finding

As reported in the abstract

Each group vs normal weightHazard ratio (95% CI)
Class 2 obesityHF
2.1(2.0–2.3)
Class 3 obesityHF
3.0(2.7–3.2)
Class 2 obesityAF
1.8(1.7–2.0)
Class 3 obesityAF
2.8(2.5–3.1)

Observational data: associations, not effects.

Further findings

Stroke, cardiovascular disease (CVD) and all-cause mortality by sex (subgroup)

Women had higher relative increases in risk with severe obesity than men for stroke, CVD and all-cause mortality
interaction P <0.001, 0.003, <0.001
Men: no increase in stroke risk with higher BMI categories
P for trend = 0.49
Women: stroke risk plateaued across obesity subclasses yet remained significantly increased vs normal weight

Original publication

Prospective Associations of Obesity and Obesity Severity With 9 Cardiovascular Outcomes: The Cross-Cohort Collaboration. Circulation. Published 12 February 2026. doi:10.1161/circulationaha.125.075327

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